{"id":"https://openalex.org/W3216516647","doi":"https://doi.org/10.1137/21m1397349","title":"On the Effectiveness of Richardson Extrapolation in Data Science","display_name":"On the Effectiveness of Richardson Extrapolation in Data Science","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3216516647","doi":"https://doi.org/10.1137/21m1397349","mag":"3216516647"},"language":"en","primary_location":{"id":"doi:10.1137/21m1397349","is_oa":true,"landing_page_url":"https://doi.org/10.1137/21m1397349","pdf_url":null,"source":{"id":"https://openalex.org/S4210229561","display_name":"SIAM Journal on Mathematics of Data Science","issn_l":"2577-0187","issn":["2577-0187"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Mathematics of Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1137/21m1397349","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001483226","display_name":"Francis Bach","orcid":"https://orcid.org/0000-0001-8644-1058"},"institutions":[{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"funder","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Francis Bach","raw_affiliation_strings":["SIERRA - Statistical Machine Learning and Parsimony (France)","LIENS - Laboratoire d'informatique de l'\u00e9cole normale sup\u00e9rieure (45 Rue d'Ulm 75230 PARIS CEDEX 05 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIERRA - Statistical Machine Learning and Parsimony (France)","institution_ids":[]},{"raw_affiliation_string":"LIENS - Laboratoire d'informatique de l'\u00e9cole normale sup\u00e9rieure (45 Rue d'Ulm 75230 PARIS CEDEX 05 - France)","institution_ids":["https://openalex.org/I29607241"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5001483226"],"corresponding_institution_ids":["https://openalex.org/I29607241"],"apc_list":null,"apc_paid":null,"fwci":0.7124,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.67175551,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"3","issue":"4","first_page":"1251","last_page":"1277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/extrapolation","display_name":"Extrapolation","score":0.6261393427848816},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.5240768790245056},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5051637291908264},{"id":"https://openalex.org/keywords/richardson-extrapolation","display_name":"Richardson extrapolation","score":0.4493676424026489},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34687113761901855},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32597196102142334},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.2692721486091614},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23665112257003784},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20700252056121826}],"concepts":[{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.6261393427848816},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5240768790245056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5051637291908264},{"id":"https://openalex.org/C102893441","wikidata":"https://www.wikidata.org/wiki/Q1063089","display_name":"Richardson extrapolation","level":3,"score":0.4493676424026489},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34687113761901855},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32597196102142334},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.2692721486091614},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23665112257003784},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20700252056121826}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1137/21m1397349","is_oa":true,"landing_page_url":"https://doi.org/10.1137/21m1397349","pdf_url":null,"source":{"id":"https://openalex.org/S4210229561","display_name":"SIAM Journal on Mathematics of Data Science","issn_l":"2577-0187","issn":["2577-0187"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Mathematics of Data Science","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02470950v2","is_oa":false,"landing_page_url":"https://hal.science/hal-02470950","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SIAM Journal on Mathematics of Data Science, 2021, 3 (4), pp.1251-1277. ⟨10.1137/21M1397349⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.1137/21m1397349","is_oa":true,"landing_page_url":"https://doi.org/10.1137/21m1397349","pdf_url":null,"source":{"id":"https://openalex.org/S4210229561","display_name":"SIAM Journal on Mathematics of Data Science","issn_l":"2577-0187","issn":["2577-0187"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Mathematics of Data Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W905619","https://openalex.org/W59018853","https://openalex.org/W1551269584","https://openalex.org/W1946256299","https://openalex.org/W1980266375","https://openalex.org/W1982143037","https://openalex.org/W1992208280","https://openalex.org/W2005477778","https://openalex.org/W2012501405","https://openalex.org/W2022238100","https://openalex.org/W2028355641","https://openalex.org/W2038281434","https://openalex.org/W2041218774","https://openalex.org/W2051399769","https://openalex.org/W2054246748","https://openalex.org/W2072576348","https://openalex.org/W2078735805","https://openalex.org/W2085401202","https://openalex.org/W2086161653","https://openalex.org/W2097826433","https://openalex.org/W2105842272","https://openalex.org/W2105864171","https://openalex.org/W2107822587","https://openalex.org/W2127459401","https://openalex.org/W2156779765","https://openalex.org/W2158131535","https://openalex.org/W2167732364","https://openalex.org/W2168655828","https://openalex.org/W2172790076","https://openalex.org/W2331034993","https://openalex.org/W2435546957","https://openalex.org/W2528062157","https://openalex.org/W2796196168","https://openalex.org/W2888051195","https://openalex.org/W2963740311","https://openalex.org/W2964177174","https://openalex.org/W3029645440","https://openalex.org/W3103783402","https://openalex.org/W3141595720","https://openalex.org/W4205213118"],"related_works":["https://openalex.org/W3048095155","https://openalex.org/W2560420848","https://openalex.org/W281295283","https://openalex.org/W1459866636","https://openalex.org/W4388931352","https://openalex.org/W1996574028","https://openalex.org/W2907768163","https://openalex.org/W2025452396","https://openalex.org/W2170978669","https://openalex.org/W1988941223"],"abstract_inverted_index":{"International":[0],"audience":[1]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-09T13:55:54.758798","created_date":"2021-12-06T00:00:00"}